Step by Step: Building an Automated Trading System in Robinhood (2024)

Step by Step: Building an Automated Trading System in Robinhood (3)

In this post, I’m going to explore the use of integrating with the Robinhood API via Python code.

The idea is to use Robinhood for the trading platform. Robinhood API has very limited access to the market data. Not recommend using their API for data purposes.

Robinhood provides a way to allow customers to buy and sell stocks and exchange-traded funds (ETFs) without paying a commission. It’s a trading platform and it doesn’t provide an official API yet.

Note from Towards Data Science’s editors: While we allow independent authors to publish articles in accordance with our rules and guidelines, we do not endorse each author’s contribution. You should not rely on an author’s works without seeking professional advice. See our Reader Terms for details.

If you search Robinhood API python, there are a lot of Github links or documents. But most of them don't support the latest API. And there're some projects not updated a long time ago, see sanko's Robinhood.

Here I use Robinhood(A python framework), which is originally from Jamonek’s Robinhood framework. Since Robinhood enforced mandatory MFA, I made some changes to make sure it works.

Find where you want to download in console, and simply run:

git clone https://github.com/LichAmnesia/Robinhood
cd Robinhood
sudo python3 setup.py install

Then you are good to go!

The default way needs you to have your phone in hand to enter the authentication code.

This way you need to log in every 24 hours since your auth tokens will expire.

Use something like this to log in:

You can skip this part if you don’t want to enable 2FA. After you enable 2FA, you need to enter the authentication code every time you login…

Step by Step: Building an Automated Trading System in Robinhood (2024)

FAQs

How to automate trading with Robinhood? ›

App
  1. Open the detail page of the stock, ETF, or crypto to set up for a recurring order.
  2. Select Buy or Trade → Buy.
  3. Select Dollars or Shares for stocks and ETFs or Market buy for crypto.
  4. In Order Types, choose Recurring Investment.
  5. Enter the start date, frequency, preferred payment method, and dollar amount.

How do you create a fully automated trading system? ›

Create an automatic trading system
  1. 1 The initial idea. Determine the conditions to buy / sell. ...
  2. 2 Choice of instrument. ...
  3. 3 Money/Risk management. ...
  4. 4 Transform your idea into a trading system. ...
  5. 5 Test your trading system. ...
  6. 6 Execute your trading system in real trading mode. ...
  7. 7 Monitor and continuously improve your systems.

Can you use a bot on Robinhood? ›

Get your automated workflows up and running in minutes with the Robinhood Bot. No coding required. Select the Robinhood Bot from the library of automation and integration Bots.

Does Robinhood allow algorithmic trading? ›

IBridgePy is a flexible and user-friendly Python platform that allows traders to backtest and live trade algorithmic and automated rule-based strategies with a variety of brokers including as Interactive Brokers, TD Ameritrade, and Robinhood.

How do I automate my trading? ›

You need a strategy to automate the trading system. Consider the following steps:
  1. Formulate rules and conditions for order placement and execution.
  2. Decide on a platform based on the available feature list (or launch your own.)
  3. Apply your rules using platform functionality.
  4. Backtest your system. ...
  5. Start real-life trades.
Mar 15, 2023

Which AI bot is best for trading? ›

Now, let's explore the five best AI crypto trading bots that have gained popularity among traders:
  1. 3Commas. 3Commas is a renowned platform that offers a comprehensive suite of trading tools and strategies. ...
  2. Cryptohopper. ...
  3. Kryll. ...
  4. Pionex. ...
  5. Zignaly.
Mar 21, 2024

Can I create my own trading algorithm? ›

If you choose to create an algorithm be aware of how time, financial and market constraints may affect your strategy, and plan accordingly. Turn a current strategy into a rule-based one, which can be more easily programed, or select a quantitative method that has already been tested and researched.

Can I create my own trading software? ›

If you are a trader who wants to monetize a strategy, or if you have an idea and specific requirements for trading platforms – you can create a stock market software and make money from it. We highly recommend completing the following steps so that your product will be competitive and valuable.

Which platform is best for automated trading? ›

eToro tops our list of best automated trading platforms due to its user-friendly features and multi-asset trading options. It offers over 5000 assets, including 90+ cryptocurrencies, as well as stocks, bonds, indices, commodities, and funds. Where eToro stands out is its CopyTrading and Smart Portfolios.

Can you make a living off trading bots? ›

Conclusion. Trading bots have the potential to generate profits for traders by automating the trading process and capitalizing on market opportunities. However, their effectiveness depends on various factors, including market conditions, strategy effectiveness, risk management, and technology infrastructure.

Can I make my own trading bot? ›

Building a trading bot can be an exciting and rewarding endeavor, enabling you to execute trades with precision and efficiency. By harnessing the power of artificial intelligence (AI) and automation, you can potentially enhance your trading performance and capitalize on market opportunities in real-time.

Is it illegal to make a stock trading bot? ›

Some evaluation firms allow trading bots and other computerized tools like Expert Advisors (EAs), as long as all trading activity remains legally compliant. Others restrict their use or prohibit it altogether.

Can you make a living trading on Robinhood? ›

Yes, some people have gotten rich from Robinhood. For example, one Robinhood user turned $250,000 into $400 million by investing in Tesla stock. However, it's important to note that these are the exception, not the rule. The vast majority of Robinhood users do not make money, and many lose money.

Can you make a living with algorithmic trading? ›

Is algo trading profitable? The answer is both yes and no. If you use the system correctly, implement the right backtesting, validation, and risk management methods, it can be profitable. However, many people don't get this entirely right and end up losing money, leading some investors to claim that it does not work.

How do I start trading algorithms? ›

We'll answer all of these questions and more while we help you understand how to do algorithmic trading as a beginner.
  1. Define a Trading Strategy. ...
  2. Gather and Analyze Relevant Market Data. ...
  3. Backtest the Trading Strategies. ...
  4. Optimizing the algorithm. ...
  5. Connecting API. ...
  6. Monitor performance.
Oct 30, 2023

Does Robinhood do automatic investing? ›

You can set up automatic, recurring deposits from your bank account to your Robinhood investing, retirement, or spending account. When setting up a recurring deposit, you'll select an amount and frequency that works best for you and your investing or spending goals.

Does Robinhood have a trading simulator? ›

Robinhood

Robinhood is known for its commission-free trading platform, but it also offers a paper trading feature called "Robinhood Practice." With Robinhood Practice, users can simulate trades using virtual money without risking real capital.

Is it legal to automate stock trading? ›

Yes, algorithmic trading is legal. There are no rules or laws that limit the use of trading algorithms. Some investors may contest that this type of trading creates an unfair trading environment that adversely impacts markets. However, there's nothing illegal about it.

References

Top Articles
Latest Posts
Article information

Author: Prof. Nancy Dach

Last Updated:

Views: 6095

Rating: 4.7 / 5 (57 voted)

Reviews: 80% of readers found this page helpful

Author information

Name: Prof. Nancy Dach

Birthday: 1993-08-23

Address: 569 Waelchi Ports, South Blainebury, LA 11589

Phone: +9958996486049

Job: Sales Manager

Hobby: Web surfing, Scuba diving, Mountaineering, Writing, Sailing, Dance, Blacksmithing

Introduction: My name is Prof. Nancy Dach, I am a lively, joyous, courageous, lovely, tender, charming, open person who loves writing and wants to share my knowledge and understanding with you.